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Article
SGD method for entropy error function with smoothing \(l_0\) regularization for neural networks
The entropy error function has been widely used in neural networks. Nevertheless, the network training based on this error function generally leads to a slow convergence rate, and can easily be trapped in a lo...
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Article
Open AccessAutomatic detection of weeds: synergy between EfficientNet and transfer learning to enhance the prediction accuracy
The application of digital technologies to facilitate farming activities has been on the rise in recent years. Among different tasks, the classification of weeds is a prerequisite for smart farming, and variou...
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Article
Open AccessLeveraging privacy profiles to empower users in the digital society
Protecting privacy and ethics of citizens is among the core concerns raised by an increasingly digital society. Profiling users is common practice for software applications triggering the need for users, also ...
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Article
Open AccessMORGAN: a modeling recommender system based on graph kernel
Model-driven engineering (MDE) is an effective means of synchronizing among stakeholders, thereby being a crucial part of the software development life cycle. In recent years, MDE has been on the rise, trigger...
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Article
Open AccessHybridRec: A recommender system for tagging GitHub repositories
Software repositories are increasingly essential to support the management of typical artifacts building up projects, including source code, documentation, and bug reports. GitHub is at the forefront of this k...
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Article
Open AccessMemoRec: a recommender system for assisting modelers in specifying metamodels
Model-driven engineering has been widely applied in software development, aiming to facilitate the coordination among various stakeholders. Such a methodology allows for a more efficient and effective developm...
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Chapter
Machine Learning for Managing Modeling Ecosystems: Techniques, Applications, and a Research Vision
Model-driven engineering (MDE) is a software discipline that promotes the adoption of models to support the specification, analysis, and development of complex systems. Available models, transformations, code ...
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Article
Providing upgrade plans for third-party libraries: a recommender system using migration graphs
During the development of a software project, developers often need to upgrade third-party libraries (TPLs), aiming to keep their code up-to-date with the newest functionalities offered by the used libraries. ...
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Article
Evaluation of Soil Organic Matter Content under Topographic Influences in Agroforestry Ecosystems: a Study in Central Vietnam
We investigate the key predictors that influence the soil organic matter (SOM) content in higher altitude plantations. This is to study the potential of carbon sequestration for recapturing CO2 from the atmospher...
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Article
Open AccessStructural insights into TRPV2 activation by small molecules
Transient receptor potential vanilloid 2 (TRPV2) is involved in many critical physiological and pathophysiological processes, making it a promising drug target. Here we present cryo-electron microscopy (cryo-E...
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Article
Open AccessCorrection to: Evaluation of a machine learning classifier for metamodels
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Article
Open AccessEvaluation of a machine learning classifier for metamodels
Modeling is a ubiquitous activity in the process of software development. In recent years, such an activity has reached a high degree of intricacy, guided by the heterogeneity of the components, data sources, ...
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Article
Open AccessEnsuring scientific reproducibility in bio-macromolecular modeling via extensive, automated benchmarks
Each year vast international resources are wasted on irreproducible research. The scientific community has been slow to adopt standard software engineering practices, despite the increases in high-dimensional ...
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Article
Open AccessShort-term aspirin and statin chemoprophylaxis did not reduce the risk of develo** advanced adenomatous polyps in Black patients
Chemoprevention of colorectal neoplasia with aspirin and statins is under-investigated in Black patients. Since Black patients suffer disproportionately from colon cancer incidence and mortality compared to ot...
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Article
Open AccessDevelopment of recommendation systems for software engineering: the CROSSMINER experience
To perform their daily tasks, developers intensively make use of existing resources by consulting open source software (OSS) repositories. Such platforms contain rich data sources, e.g., code snippets, documen...
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Article
Systemic Indicators for Rural Communities in Develo** Countries: Empirical Evidence from Vietnam
Characterised by interconnectedness and interdependence amongst its parts, a community is complex and functions in a way that cannot be predicted with confidence. Community indicators therefore require a holis...
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Article
An automated approach to assess the similarity of GitHub repositories
Open source software (OSS) allows developers to study, change, and improve the code free of charge. There are several high-quality software projects which deliver stable and well-documented products. Most OSS ...
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Article
A Descriptive Study of United States-Based Human Trafficking Specialty Clinics
Human trafficking is a crime associated with serious adverse health and mental health outcomes. It has been estimated that more than 40 million people worldwide have been victimized, which has resulted in high...
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Article
A Systemic Indicators Framework for Sustainable Rural Community Development
Community indicators have been of special interest to scholars worldwide, because of their vital role in community development. Nevertheless, the best way to identify indicators is still unclear, especially fo...
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Chapter and Conference Paper
Building Information Systems Using Collaborative-Filtering Recommendation Techniques
IoT-technologies allow for the connection of miscellaneous devices, thereby creating a platform that sustains rich data sources. Given the circumstances, it is essential to have decent machinery in order to ex...
